Tech Resources Masterclass - Impamba by Yaga

Description:

This repository contains a curated list of resources for attendees of Impamba: a masterclass on IT, Programming, and Technology. The resources cover a wide range of topics including programming languages, software development methodologies, career paths, and industry insights.

Category	Level	Resource	Description	Website
Frontend	Beginner	FreeCodeCamp	Free online courses covering HTML, CSS, and JavaScript with hands-on coding challenges.	FreeCodeCamp
Frontend	Beginner	Codecademy	Interactive coding lessons for beginners to learn HTML, CSS, and JavaScript.	Codecademy
Frontend	Intermediate	Udemy	Courses covering advanced topics in frontend development such as React, Angular, and Vue.js.	Udemy
Frontend	Intermediate	Mozilla Developer Network	Comprehensive resources for learning web development including tutorials and documentation.	MDN Web Docs
Frontend	Practice	CodeWars	Kata-based coding challenge platform for practicing JavaScript skills.	CodeWars
Frontend	Practice	Exercism	Platform for practicing coding exercises in JavaScript with mentorship and feedback.	Exercism
Backend	Beginner	FreeCodeCamp	Backend development courses covering Node.js, Express.js, and MongoDB.	FreeCodeCamp
Backend	Beginner	Coursera	Online courses in backend development covering databases, APIs, and server-side programming.	Coursera
Backend	Intermediate	Udemy	Courses covering advanced topics in backend development such as RESTful APIs, GraphQL, and database management.	Udemy
Backend	Intermediate	edX	Advanced courses in backend development covering cloud computing, microservices, and serverless architecture.	edX
Backend	Practice	HackerRank	Platform for practicing backend development skills through coding challenges in various programming languages.	HackerRank
Backend	Practice	LeetCode	Platform for practicing coding interview questions including backend-related problems.	LeetCode
DevOps	Beginner	Udemy	Courses covering basic concepts of DevOps including version control, CI/CD, and containerization.	Udemy
DevOps	Intermediate	Coursera	Online courses in DevOps practices, tools, and methodologies.	Coursera
DevOps	Practice	Codecademy	Interactive exercises on DevOps tools and practices for hands-on learning.	Codecademy
DevOps	Practice	Docker	Platform for practicing containerization and Docker skills through hands-on labs and tutorials.	Docker
Full Stack	Beginner	FreeCodeCamp	Full stack development curriculum covering frontend, backend, and databases.	FreeCodeCamp
Full Stack	Beginner	Codecademy	Full stack development path including HTML, CSS, JavaScript, Node.js, and Express.js.	Codecademy
Full Stack	Intermediate	Udemy	Courses covering advanced topics in full stack development such as MERN and MEAN stack.	Udemy
Full Stack	Intermediate	edX	Advanced courses covering full stack development practices and architectures.	edX
Full Stack	Practice	GitHub	Hosting platform for version control and collaboration, essential for full stack development projects.	GitHub
Full Stack	Practice	Firebase	Platform for building and deploying full stack web applications with backend services like authentication.	Firebase
Android	Beginner	Udacity	Android development courses covering basic concepts and building Android apps.	Udacity
Android	Beginner	Codecademy	Introduction to Android development with hands-on exercises and projects.	Codecademy
Android	Intermediate	Coursera	Online courses covering advanced Android development topics such as Kotlin, architecture patterns, and APIs.	Coursera
Android	Intermediate	Udemy	Courses covering advanced topics in Android development such as app architecture, performance optimization.	Udemy
Android	Practice	LeetCode	Platform for practicing coding interview questions specifically related to Android development.	LeetCode
Android	Practice	HackerRank	Platform for practicing Android development skills through coding challenges and projects.	HackerRank
PostgreSQL	Beginner	PostgreSQL Tutorial	Comprehensive tutorial covering SQL fundamentals, PostgreSQL installation, and basic database operations.	Tutorial
PostgreSQL	Intermediate	PostgreSQL Documentation	Official documentation providing in-depth information on PostgreSQL features, functions, and SQL commands.	Documentation
PostgreSQL	Advanced	Udemy	Courses covering advanced topics in PostgreSQL such as database administration, optimization, and replication.	Udemy
PostgreSQL	Advanced	Pluralsight	Advanced courses on PostgreSQL database management, optimization, and high availability solutions.	Pluralsight
AI and Data Scientist	Beginner	Coursera	Online courses on machine learning and data science fundamentals including Python programming and statistics.	Coursera
AI and Data Scientist	Beginner	Kaggle	Platform for learning and practicing machine learning with datasets, competitions, and tutorials.	Kaggle
AI and Data Scientist	Intermediate	edX	Advanced courses on machine learning, deep learning, and AI applications.	edX
AI and Data Scientist	Intermediate	DataCamp	Platform for learning data science and analytics through interactive courses and projects.	DataCamp
AI and Data Scientist	Practice	TensorFlow	Open-source platform for building machine learning models and deep learning neural networks.	TensorFlow
AI and Data Scientist	Practice	PyTorch	Open-source deep learning framework for building and training neural networks.	PyTorch
Blockchain	Beginner	Coursera	Online courses covering blockchain fundamentals, cryptocurrencies, and smart contracts.	Coursera
Blockchain	Beginner	Udemy	Introduction to blockchain technology and cryptocurrency development.	Udemy
Blockchain	Intermediate	edX	Advanced courses on blockchain development, Ethereum, and decentralized applications (dApps).	edX
Blockchain	Intermediate	Blockchain.com	Platform offering educational resources, wallets, and tools for blockchain developers.	Blockchain.com
Blockchain	Practice	Solidity by Example	Tutorials and examples for learning Solidity, the programming language for Ethereum smart contracts.	Solidity by Example
Blockchain	Practice	Truffle Suite	Development framework for building, testing, and deploying Ethereum smart contracts and dApps.	Truffle Suite
QA	Beginner	Udemy	Courses covering software testing fundamentals, test automation, and QA methodologies.	Udemy
QA	Beginner	Software Testing Help	Online tutorials and articles covering manual and automation testing, test management, and QA processes.	Software Testing Help
QA	Intermediate	Coursera	Online courses on advanced software testing topics including test automation frameworks and tools.	Coursera
QA	Intermediate	TestProject	Free test automation platform with built-in SDK for web, mobile, and API testing.	TestProject
QA	Practice	Selenium	Open-source testing framework for web application automation, providing a suite of tools for browser automation.	Selenium
QA	Practice	Postman	Collaboration platform for API development, testing, and documentation with support for automated testing.	Postman
Software Architect	Beginner	Udemy	Courses covering software architecture fundamentals, design patterns, and architectural styles.	Udemy
Software Architect	Beginner	Coursera	Online courses on software design, architecture, and system decomposition.	Coursera
Software Architect	Intermediate	Pluralsight	Advanced courses on software architecture patterns, anti-patterns, and architectural decision making.	Pluralsight
Software Architect	Intermediate	IEEE Spectrum	Articles and resources on software architecture, system design, and emerging technologies.	IEEE Spectrum
Software Architect	Practice	Lucidchart	Online diagramming tool for creating architecture diagrams, flowcharts, and system design visualizations.	Lucidchart
Software Architect	Practice	Draw.io	Free online diagramming tool for creating software architecture diagrams, flowcharts, and process diagrams.	Draw.io
ASP.NET Core	Beginner	Microsoft Learn	Learning paths and modules covering ASP.NET Core fundamentals, web development, and MVC architecture.	Microsoft Learn
ASP.NET Core	Intermediate	Pluralsight	Advanced courses on ASP.NET Core development, RESTful APIs, and server-side application architecture.	Pluralsight
ASP.NET Core	Intermediate	Udemy	Courses covering advanced topics in ASP.NET Core including Razor Pages, Entity Framework, and Identity.	Udemy
ASP.NET Core	Practice	GitHub	Hosting platform for version control and collaboration, essential for ASP.NET Core projects.	GitHub
ASP.NET Core	Practice	Docker	Platform for containerizing and deploying ASP.NET Core applications for development and production environments.	Docker
C++	Beginner	LearnCPP	Online tutorials covering C++ basics, object-oriented programming, and standard library.	LearnCPP
C++	Beginner	SoloLearn	Interactive lessons for beginners to learn C++ programming language with quizzes and coding exercises.	SoloLearn
C++	Intermediate	Pluralsight	Advanced courses on C++ programming, including memory management, templates, and concurrency.	Pluralsight
C++	Intermediate	Udemy	Courses covering advanced topics in C++ development such as STL, multithreading, and performance optimization.	Udemy
C++	Practice	HackerRank	Platform for practicing C++ coding skills through challenges and competitions.	HackerRank
C++	Practice	LeetCode	Platform for practicing coding interview questions including problems related to C++ programming.	LeetCode
Flutter	Beginner	Flutter.dev	Official documentation and tutorials for learning Flutter, Google's UI toolkit for building natively compiled applications for mobile, web, and desktop.	Flutter
Flutter	Beginner	Udacity	Courses on Flutter development including building mobile applications with Dart programming language.	Udacity
Flutter	Intermediate	Coursera	Advanced courses on Flutter development, state management, and building production-ready applications.	Coursera
Flutter	Intermediate	Udemy	Courses covering advanced topics in Flutter development such as animations, state management, and testing.	Udemy
Flutter	Practice	Flutter Weekly	Platform for accessing curated resources, articles, and tips for Flutter development.	Flutter Weekly
Flutter	Practice	GitHub	Hosting platform for version control and collaboration, essential for Flutter projects.	GitHub
Cyber Security	Beginner	Cybrary	Online courses covering introductory topics in cybersecurity including ethical hacking and network security.	Cybrary
Cyber Security	Beginner	Coursera	Online courses on cybersecurity fundamentals, cryptography, and security protocols.	Coursera
Cyber Security	Intermediate	Pluralsight	Advanced courses on cybersecurity including penetration testing, threat detection, and incident response.	Pluralsight
Cyber Security	Intermediate	SANS Institute	Online training and certification courses in cybersecurity, digital forensics, and incident response.	SANS Institute
Cyber Security	Practice	TryHackMe	Platform for practicing cybersecurity skills through hands-on labs, challenges, and CTFs (Capture The Flags).	TryHackMe
Cyber Security	Practice	Hack The Box	Platform for practicing penetration testing and cybersecurity skills through realistic scenarios and challenges.	Hack The Box
UX Design	Beginner	Coursera	Online courses covering UX design fundamentals, user research, and prototyping tools.	Coursera
UX Design	Beginner	Udemy	Courses on UX/UI design, wireframing, and prototyping tools such as Adobe XD and Sketch.	Udemy
UX Design	Intermediate	Interaction Design Foundation	Online courses and articles covering advanced topics in UX design, usability testing, and design thinking.	Interaction Design Foundation
UX Design	Intermediate	Nielsen Norman Group	Resources on UX/UI design including articles, reports, and usability guidelines.	NN/g
UX Design	Practice	Adobe XD	Design tool for creating wireframes, prototypes, and user experiences for web and mobile applications.	Adobe XD
UX Design	Practice	Sketch	Design tool for creating user interfaces, wireframes, and interactive prototypes.	Sketch
React Native	Beginner	React Native Docs	Official documentation for learning React Native, a framework for building native applications using React.	React Native
React Native	Beginner	Udemy	Courses covering basic concepts and building mobile applications with React Native.	Udemy
React Native	Intermediate	Coursera	Advanced courses on React Native development, navigation, and state management.	Coursera
React Native	Intermediate	Pluralsight	Advanced courses covering React Native application architecture, performance optimization, and debugging.	Pluralsight
React Native	Practice	Expo	Platform for building React Native apps with pre-built components and tools for development and deployment.	Expo
React Native	Practice	GitHub	Hosting platform for version control and collaboration, essential for React Native projects.	GitHub
Game Developer	Beginner	Unity Learn	Learning platform for game development using Unity, including tutorials, projects, and certifications.	Unity Learn
Game Developer	Beginner	Coursera	Online courses covering game development fundamentals, Unity engine, and 2D/3D game design.	Coursera
Game Developer	Intermediate	Pluralsight	Advanced courses on game development covering Unity scripting, game mechanics, and multiplayer networking.	Pluralsight
Game Developer	Intermediate	Udemy	Courses covering advanced topics in game development such as shader programming, AI, and physics in Unity.	Udemy
Game Developer	Practice	GitHub	Hosting platform for version control and collaboration, essential for game development projects.	GitHub
Game Developer	Practice	Unreal Engine Forums	Online community and forums for discussing game development using Unreal Engine, sharing resources, and getting support.	Unreal Engine Forums
Technical Writer	Beginner	Udemy	Courses covering technical writing fundamentals, document design, and writing style guides.	Udemy
Technical Writer	Beginner	Google's Technical Writing Courses	Free online courses on technical writing and documentation provided by Google.	Google's Technical Writing Courses
Technical Writer	Intermediate	Coursera	Advanced courses on technical writing covering API documentation, user guides, and technical communication.	Coursera
Technical Writer	Intermediate	Society for Technical Communication	Resources, webinars, and community for technical writers including best practices and career development.	STC
Technical Writer	Practice	GitHub	Hosting platform for version control and collaboration, essential for technical writing projects.	GitHub
Technical Writer	Practice	Markdown Guide	Comprehensive guide and tutorials on Markdown syntax for creating documentation and README files.	Markdown Guide
Data Structures & Algorithms	Beginner	HackerRank	Practice problems and tutorials for learning data structures and algorithms through coding challenges.	HackerRank
Data Structures & Algorithms	Beginner	LeetCode	Platform for practicing coding interview questions including problems related to data structures and algorithms.	LeetCode
Data Structures & Algorithms	Intermediate	GeeksforGeeks	Articles, tutorials, and practice problems on data structures, algorithms, and competitive programming.	GeeksforGeeks
Data Structures & Algorithms	Intermediate	CodeChef	Competitive programming platform offering coding contests, practice problems, and peer discussions.	CodeChef
Data Structures & Algorithms	Practice	Exercism	Platform for practicing coding exercises in various programming languages with mentorship and feedback.	Exercism
Data Structures & Algorithms	Practice	HackerEarth	Platform for practicing coding skills, participating in coding competitions, and improving technical skills.	HackerEarth
MLOps	Beginner	Coursera	Online courses covering machine learning operations (MLOps) fundamentals including model deployment and monitoring.	Coursera
MLOps	Beginner	edX	Courses on MLOps practices, tools, and methodologies offered by universities and institutions worldwide.	edX
MLOps	Intermediate	Pluralsight	Advanced courses on MLOps covering model management, orchestration, and pipeline automation.	Pluralsight
MLOps	Intermediate	TensorFlow Extended	End-to-end platform for deploying and managing machine learning models in production.	TensorFlow Extended
MLOps	Practice	Kubeflow	Open-source platform for deploying, scaling, and managing machine learning models on Kubernetes.	Kubeflow
MLOps	Practice	MLflow	Open-source platform for managing the end-to-end machine learning lifecycle including experimentation, reproducibility, and deployment.	MLflow

PS: For a comprehensive roadmap on various career paths in software development, visit Roadmap.sh.

Contributing:

Contributions are welcome! If you know of any additional resources that could benefit others in their journey in IT, Programming, and Technology, please follow these steps:

1. Fork the repository.
2. Create a new branch (git checkout -b new-resource).
3. Add your resource to the Markdown file.
4. Commit your changes (git commit -am 'Add new resource: [Name]').
5. Push to the branch (git push origin new-resource).
6. Create a new Pull Request.

License:

This repository is licensed under the MIT License. See the LICENSE file for more details.